Released content only
Answers come from the current approved release, not the open web.
Roadmap
RoadmapProve · Governed Tutor
A course assistant that only answers from approved material
Learners ask questions long after the course ends. The governed tutor answers only from released, approved content, cites the passage every time, refuses what's out of scope and sends gaps back to content owners.
Illustrative preview of the roadmap workbench · fictional sample data
RoadmapA product direction we are designing toward. Not available today. The workbench shows an interactive preview with illustrative data.
Capabilities
What Governed Tutor does
Citations every time
Each answer points to the lesson and source passage.
Roadmap
Refuses out of scope
Says what it can't answer instead of guessing.
Roadmap
Escalation
Unanswered questions route to a human owner.
Roadmap
Updates on release
A new release updates the tutor with the course.
Roadmap
Signals for authors
Repeated questions reveal unclear lessons.
Roadmap
How it works
From source to release
STEP 01
Release a course
The tutor indexes only approved, released content.
STEP 02
Learners ask
In the LMS, chat tool or help center.
STEP 03
Grounded answers
Cited, or a clear refusal and a handoff.
STEP 04
Improve content
Patterns feed Learning Observability.
Depth
Designed for the hard cases
The details that separate a governed system from a generator. All of these are roadmap design, shown so you can judge the direction.
Under the hoodRoadmap
Approved-source retrieval
Only released content, never the open web.
Under the hoodRoadmap
Visible uncertainty
Says when an answer is partial or the source is ambiguous.
Under the hoodRoadmap
Adaptive practice
Turns a question into a quick practice item.
Under the hoodRoadmap
Escalation paths
Hands off to a named human owner.
Under the hoodRoadmap
Version awareness
Answers from the version the learner's role is on.
Under the hoodRoadmap
Question analytics
Repeated questions reveal unclear lessons.
Honest status
What works today, and what is coming
Today
Live today- Not available. Drafted courses can be exported for use in your existing tools.
On the roadmap
Roadmap- Tutor grounded in released content
- Citations and refusals
- Owner escalation
- Embedding in LMS and chat tools
FAQ
Questions
Is this a general chatbot?
No. It's deliberately narrow: only approved course content, with citations, and refusals for everything else.
Which AI model would it use?
Coursecast is built on Anthropic's Claude API today. We'll document the model and data handling for the tutor before it ships.
Keep exploring
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Learning Observability
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Simulations
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Start with the part that works today
Draft a course from your own document in minutes. The rest of the platform is being built in the open.
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